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Polars Alternatives
Similar projects and alternatives to polars
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SonarLint
Clean code begins in your IDE with SonarLint. Up your coding game and discover issues early. SonarLint is a free plugin that helps you find & fix bugs and security issues from the moment you start writing code. Install from your favorite IDE marketplace today.
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Apache Arrow
Apache Arrow is a multi-language toolbox for accelerated data interchange and in-memory processing
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vaex
Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second 🚀
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InfluxDB
Build time-series-based applications quickly and at scale.. InfluxDB is the Time Series Platform where developers build real-time applications for analytics, IoT and cloud-native services. Easy to start, it is available in the cloud or on-premises.
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explorer
Series (one-dimensional) and dataframes (two-dimensional) for fast data exploration in Elixir (by elixir-nx)
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not-yet-awesome-rust
A curated list of Rust code and resources that do NOT exist yet, but would be beneficial to the Rust community.
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maturin
Build and publish crates with pyo3, rust-cpython and cffi bindings as well as rust binaries as python packages
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raku-most-wanted
Most wanted features and modules for the Raku distro release
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redpanda
Redpanda is a streaming data platform for developers. Kafka API compatible. 10x faster. No ZooKeeper. No JVM!
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plotters
A rust drawing library for high quality data plotting for both WASM and native, statically and realtimely 🦀 📈🚀
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influxdb_iox
Pronounced (influxdb eye-ox), short for iron oxide. This is the new core of InfluxDB written in Rust on top of Apache Arrow.
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
polars reviews and mentions
- Replacing Pandas with Polars. A Practical Guide
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Easiest way to get a pandas dataframe from python to rust?
Yeah. Once it's in arrow format you can pass things around pretty easily, such as in this polars ffi example: https://github.com/pola-rs/polars/tree/master/examples/python_rust_compiled_function
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Tried polars in Ruby
Polars is a data frame in the Rust language using Apache Arrow Columnar Format. polars-ruby is the Ruby binding for Polars created by Andrew Kane.
- Using Rust to write a Data Pipeline. Thoughts. Musings.
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You can run Rust code in a Jupyter notebook
https://github.com/pola-rs/polars/tree/master/polars/polars-...
My usage is very narrow (aggregating a dataframe of bounding box observations over a sliding time window) and I only use streaming Arrow IPC, which both work great!
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Why Polars uses less memory than Pandas
A PR for out of core sort for instance is just about to land: https://github.com/pola-rs/polars/pull/6156
- What are some less popular but well-made crates you'd like others to know about?
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Pure Python Distributed SQL Engine
Yes, we have basic support.
Here are some examples of how to use it in python:
https://github.com/pola-rs/polars/blob/91a419acaf024e64410e7...
However, full sql support is on the roadmap. It's just a matter of hours in a day...
- Scala or Rust? which one will rule in future?
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Welcome to Comprehensive Rust
Rust has amazing integration with Python through PyO3 [1] so see it like a safe alternative for high performance calculations. The ecosystem itself is starting to come together exciting projects like Polars [2] (Pandas alternative), nalgebra [3], Datafusion [4] and Ballista [5]
[1] https://github.com/PyO3/pyo3
[2] https://github.com/pola-rs/polars/
[3] https://docs.rs/nalgebra/latest/nalgebra/
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A note from our sponsor - SonarLint
www.sonarlint.org | 3 Feb 2023
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ritchie46/polars is an open source project licensed under MIT License which is an OSI approved license.